Events that Amazon SageMaker AI sends to Amazon EventBridge - Amazon SageMaker AI
Model state changeTraining job state changeHyperParameter tuning job state changeTransform job state changeEndpoint state changeFeature group state changeModel package state changePipeline execution state changePipeline step state changeProcessing job state changeSageMaker AI image state changeSageMaker AI image version state changeEndpoint deployment state changeModel card state change

Events that Amazon SageMaker AI sends to Amazon EventBridge

Amazon EventBridge monitors status change events in Amazon SageMaker AI. EventBridge enables you to automate SageMaker AI and respond automatically to events such as a training job status change or endpoint status change. Events from SageMaker AI are delivered to EventBridge in near real time. You can write simple rules to indicate which events are of interest to you, and what automated actions to take when an event matches a rule. For an example of how to create a rule, see Schedule a Pipeline with Amazon EventBridge.

The following sections describe the events that SageMaker AI sends to EventBridge, along with examples. You can use the examples to help you write automation rules.

Note

SageMaker AI may send multiple events to EventBridge for each state change. This behavior is expected and does not necessarily indicate an error.

Some examples of the actions that can be automatically triggered include the following:

  • Invoking an AWS Lambda function

  • Invoking Amazon EC2 Run Command

  • Relaying the event to Amazon Kinesis Data Streams

  • Activating an AWS Step Functions state machine

  • Notifying an Amazon SNS topic or an AWS SMS queue

SageMaker AI model state change

Indicates a change in the state of a SageMaker AI model. The state changes when a SageMaker AI model is either created or deleted. 

{
"source": ["aws.sagemaker"],
"detail-type": ["SageMaker Model State Change"]
"Resources" : ["arn:aws:sagemaker:us-east-1:123456789012:model/model-name"]
}

If a model is specified under Resources, an event will be generated and sent to EventBridge when the state of this model changes. If you do not specify a value for Resources, an event will generate when the status of any of the SageMaker AI models associated with your account changes.

Training job state change

Indicates a change in the status of a SageMaker training job.

If the value of TrainingJobStatus is Failed, the event contains the FailureReason field, which provides a description of why the training job failed.

{
    "version": "0",
    "id": "844e2571-85d4-695f-b930-0153b71dcb42",
    "detail-type": "SageMaker Training Job State Change",
    "source": "aws.sagemaker",
    "account": "123456789012",
    "time": "2018-10-06T12:26:13Z",
    "region": "us-east-1",
    "resources": [
        "arn:aws:sagemaker:us-east-1:123456789012:training-job/kmeans-1"
    ],
    "detail": {
        "TrainingJobName": "89c96cc8-dded-4739-afcc-6f1dc936701d",
        "TrainingJobArn": "arn:aws:sagemaker:us-east-1:123456789012:training-job/kmeans-1",
        "TrainingJobStatus": "Completed",
        "SecondaryStatus": "Completed",
        "HyperParameters": {
            "Hyper": "Parameters"
        },
        "AlgorithmSpecification": {
            "TrainingImage": "TrainingImage",
            "TrainingInputMode": "TrainingInputMode"
        },
        "RoleArn": "arn:aws:iam::123456789012:role/SMRole",
        "InputDataConfig": [
            {
                "ChannelName": "Train",
                "DataSource": {
                    "S3DataSource": {
                        "S3DataType": "S3DataType",
                        "S3Uri": "S3Uri",
                        "S3DataDistributionType": "S3DataDistributionType"
                    }
                },
                "ContentType": "ContentType",
                "CompressionType": "CompressionType",
                "RecordWrapperType": "RecordWrapperType"
            }
        ],
        "OutputDataConfig": {
            "KmsKeyId": "KmsKeyId",
            "S3OutputPath": "S3OutputPath"
        },
        "ResourceConfig": {
            "InstanceType": "InstanceType",
            "InstanceCount": 3,
            "VolumeSizeInGB": 20,
            "VolumeKmsKeyId": "VolumeKmsKeyId"
        },
        "VpcConfig": {

        },
        "StoppingCondition": {
            "MaxRuntimeInSeconds": 60
        },
        "CreationTime": "1583831889050",
        "TrainingStartTime": "1583831889050",
        "TrainingEndTime": "1583831889050",
        "LastModifiedTime": "1583831889050",
        "SecondaryStatusTransitions": [

        ],
        "Tags": {

        }
    }
}

Hyperparameter tuning job state change

Indicates a change in the status of a SageMaker AI hyperparameter tuning job.

{
  "version": "0",
  "id": "844e2571-85d4-695f-b930-0153b71dcb42",
  "detail-type": "SageMaker HyperParameter Tuning Job State Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2018-10-06T12:26:13Z",
  "region": "us-east-1",
  "resources": [
    "arn:aws:sagemaker:us-east-1:123456789012:tuningJob/x"
  ],
  "detail": {
    "HyperParameterTuningJobName": "016bffd3-6d71-4d3a-9710-0a332b2759fc",
    "HyperParameterTuningJobArn": "arn:aws:sagemaker:us-east-1:123456789012:tuningJob/x",
    "TrainingJobDefinition": {
      "StaticHyperParameters": {},
      "AlgorithmSpecification": {
        "TrainingImage": "trainingImageName",
        "TrainingInputMode": "inputModeFile",
        "MetricDefinitions": [
          {
            "Name": "metricName",
            "Regex": "regex"
          }
        ]
      },
      "RoleArn": "roleArn",
      "InputDataConfig": [
        {
          "ChannelName": "channelName",
          "DataSource": {
            "S3DataSource": {
              "S3DataType": "s3DataType",
              "S3Uri": "s3Uri",
              "S3DataDistributionType": "s3DistributionType"
            }
          },
          "ContentType": "contentType",
          "CompressionType": "gz",
          "RecordWrapperType": "RecordWrapper"
        }
      ],
      "VpcConfig": {
        "SecurityGroupIds": [
          "securityGroupIds"
        ],
        "Subnets": [
          "subnets"
        ]
      },
      "OutputDataConfig": {
        "KmsKeyId": "kmsKeyId",
        "S3OutputPath": "s3OutputPath"
      },
      "ResourceConfig": {
        "InstanceType": "instanceType",
        "InstanceCount": 10,
        "VolumeSizeInGB": 500,
        "VolumeKmsKeyId": "volumeKeyId"
      },
      "StoppingCondition": {
        "MaxRuntimeInSeconds": 3600
      }
    },
    "HyperParameterTuningJobStatus": "status",
    "CreationTime": "1583831889050",
    "LastModifiedTime": "1583831889050",
    "TrainingJobStatusCounters": {
      "Completed": 1,
      "InProgress": 0,
      "RetryableError": 0,
      "NonRetryableError": 0,
      "Stopped": 0
    },
    "ObjectiveStatusCounters": {
      "Succeeded": 1,
      "Pending": 0,
      "Failed": 0
    },
    "Tags": {}
  }
}

Transform job state change

Indicates a change in the status of a SageMaker AI batch transform job.

If the value of TransformJobStatus is Failed, the event contains the FailureReason field, which provides a description of why the training job failed.

{
  "version": "0",
  "id": "844e2571-85d4-695f-b930-0153b71dcb42",
  "detail-type": "SageMaker Transform Job State Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2018-10-06T12:26:13Z",
  "region": "us-east-1",
  "resources": ["arn:aws:sagemaker:us-east-1:123456789012:transform-job/myjob"],
  "detail": {
    "TransformJobName": "4b52bd8f-e034-4345-818d-884bdd7c9724",
    "TransformJobArn": "arn:aws:sagemaker:us-east-1:123456789012:transform-job/myjob",
    "TransformJobStatus": "another status... GO",
    "FailureReason": "failed why 1",
    "ModelName": "i am a beautiful model",
    "MaxConcurrentTransforms": 5,
    "MaxPayloadInMB": 10,
    "BatchStrategy": "Strategizing...",
    "Environment": {
      "environment1": "environment2"
    },
    "TransformInput": {
      "DataSource": {
        "S3DataSource": {
          "S3DataType": "s3DataType",
          "S3Uri": "s3Uri"
        }
      },
      "ContentType": "content type",
      "CompressionType": "compression type",
      "SplitType": "split type"
    },
    "TransformOutput": {
      "S3OutputPath": "s3Uri",
      "Accept": "accept",
      "AssembleWith": "assemblyType",
      "KmsKeyId": "kmsKeyId"
    },
    "TransformResources": {
      "InstanceType": "instanceType",
      "InstanceCount": 3
    },
    "CreationTime": "2018-10-06T12:26:13Z",
    "TransformStartTime": "2018-10-06T12:26:13Z",
    "TransformEndTime": "2018-10-06T12:26:13Z",
    "Tags": {}
  }
}

Endpoint state change

Indicates a change in the status of a SageMaker AI hosted real-time inference endpoint.

The following shows an event with an endpoint in the IN_SERVICE state.

{
  "version": "0",
  "id": "d2921b5a-b0ad-cace-a8e3-0f159d018e06",
  "detail-type": "SageMaker Endpoint State Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "1583831889050",
  "region": "us-west-2",
  "resources": [
      "arn:aws:sagemaker:us-west-2:123456789012:endpoint/myendpoint"
  ],
  "detail": {
      "EndpointName": "MyEndpoint",
      "EndpointArn": "arn:aws:sagemaker:us-west-2:123456789012:endpoint/myendpoint",
      "EndpointConfigName": "MyEndpointConfig",
      "ProductionVariants": [
          {
              "DesiredWeight": 1.0,
              "DesiredInstanceCount": 1.0
          }
      ],
      "EndpointStatus": "IN_SERVICE",
      "CreationTime": 1592411992203.0,
      "LastModifiedTime": 1592411994287.0,
      "Tags": {

      }
  }
}

Feature group state change

Indicates a change either in the FeatureGroupStatus or the OfflineStoreStatus of a SageMaker AI feature group.

{
  "version": "0",
  "id": "93201303-abdb-36a4-1b9b-4c1c3e3671c0",
  "detail-type": "SageMaker Feature Group State Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2021-01-26T01:22:01Z",
  "region": "us-east-1",
  "resources": [
    "arn:aws:sagemaker:us-east-1:123456789012:feature-group/sample-feature-group"
  ],
  "detail": {
    "FeatureGroupArn": "arn:aws:sagemaker:us-east-1:123456789012:feature-group/sample-feature-group",
    "FeatureGroupName": "sample-feature-group",
    "RecordIdentifierFeatureName": "RecordIdentifier",
    "EventTimeFeatureName": "EventTime",
    "FeatureDefinitions": [
      {
        "FeatureName": "RecordIdentifier",
        "FeatureType": "Integral"
      },
      {
        "FeatureName": "EventTime",
        "FeatureType": "Fractional"
      }
    ],
    "CreationTime": 1611624059000,
    "OnlineStoreConfig": {
      "EnableOnlineStore": true
    },
    "OfflineStoreConfig": {
      "S3StorageConfig": {
        "S3Uri": "s3://offline/s3/uri"
      },
      "DisableGlueTableCreation": false,
      "DataCatalogConfig": {
        "TableName": "sample-feature-group-1611624059",
        "Catalog": "AwsDataCatalog",
        "Database": "sagemaker_featurestore"
      }
    },
    "RoleArn": "arn:aws:iam::123456789012:role/SageMakerRole",
    "FeatureGroupStatus": "Active",
    "Tags": {}
  }
}

Model package state change

Indicates a change in the status of a SageMaker AI model package.

{
  "version": "0",
  "id": "844e2571-85d4-695f-b930-0153b71dcb42",
  "detail-type": "SageMaker Model Package State Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2021-02-24T17:00:14Z",
  "region": "us-east-2",
  "resources": [
    "arn:aws:sagemaker:us-east-2:123456789012:model-package/versionedmp-p-idy6c3e1fiqj/2"
  ],
  "source": [
    "aws.sagemaker"
  ],
  "detail": {
    "ModelPackageGroupName": "versionedmp-p-idy6c3e1fiqj",
    "ModelPackageVersion": 2,
    "ModelPackageArn": "arn:aws:sagemaker:us-east-2:123456789012:model-package/versionedmp-p-idy6c3e1fiqj/2",
    "CreationTime": "2021-02-24T17:00:14Z",
    "InferenceSpecification": {
      "Containers": [
        {
          "Image": "257758044811.dkr.ecr.us-east-2.amazonaws.com/sagemaker-xgboost:1.0-1-cpu-py3",
          "ImageDigest": "sha256:4dc8a7e4a010a19bb9e0a6b063f355393f6e623603361bd8b105f554d4f0c004",
          "ModelDataUrl": "s3://sagemaker-project-p-idy6c3e1fiqj/versionedmp-p-idy6c3e1fiqj/AbaloneTrain/pipelines-4r83jejmhorv-TrainAbaloneModel-xw869y8C4a/output/model.tar.gz"
        }
      ],
      "SupportedContentTypes": [
        "text/csv"
      ],
      "SupportedResponseMIMETypes": [
        "text/csv"
      ]
    },
    "ModelPackageStatus": "Completed",
    "ModelPackageStatusDetails": {
      "ValidationStatuses": [],
      "ImageScanStatuses": []
    },
    "CertifyForMarketplace": false,
    "ModelApprovalStatus": "Rejected",
    "MetadataProperties": {
      "GeneratedBy": "arn:aws:sagemaker:us-east-2:123456789012:pipeline/versionedmp-p-idy6c3e1fiqj/execution/4r83jejmhorv"
    },
    "ModelMetrics": {
      "ModelQuality": {
        "Statistics": {
          "ContentType": "application/json",
          "S3Uri": "s3://sagemaker-project-p-idy6c3e1fiqj/versionedmp-p-idy6c3e1fiqj/script-2021-02-24-10-55-15-413/output/evaluation/evaluation.json"
        }
      }
    },
    "ModelLifeCycle": {
      "Stage": "Development",
      "StageStatus": "Approved",
      "StageDescription": "StageDescription"
    },
    "UpdatedModelPackageFields": [
      "ModelLifeCycle" 
      # Other possible values are 
      # "ModelApprovalStatus","ApprovalDescription","sourceUri","CustomerMetadataProperties", "InferenceSpecification"    
    ]
    "LastModifiedTime": "2021-02-24T17:00:14Z"
  }
}

Pipeline execution state change

Indicates a change in the status of a SageMaker AI pipeline execution.

currentPipelineExecutionStatus and previousPipelineExecutionStatuscan be one the following values:

  • Executing

  • Succeeded

  • Failed

  • Stopping

  • Stopped

{
  "version": "0",
  "id": "315c1398-40ff-a850-213b-158f73kd93ir",
  "detail-type": "SageMaker Model Building Pipeline Execution Status Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2021-03-15T16:10:11Z",
  "region": "us-east-1",
  "resources": ["arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123", "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123/execution/p4jn9xou8a8s"],
  "detail": {
    "pipelineExecutionDisplayName": "SomeDisplayName",
    "currentPipelineExecutionStatus": "Succeeded",
    "previousPipelineExecutionStatus": "Executing",
    "executionStartTime": "2021-03-15T16:03:13Z",
    "executionEndTime": "2021-03-15T16:10:10Z",
    "pipelineExecutionDescription": "SomeDescription",
    "pipelineArn": "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123",
    "pipelineExecutionArn": "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123/execution/p4jn9xou8a8s"
  }
}

Pipeline step state change

Indicates a change in the status of a SageMaker AI pipeline step.

If there is a cache hit, the event contains the cacheHitResult field. currentStepStatus and previousStepStatuscan be one the following values:

  • Starting

  • Executing

  • Succeeded

  • Failed

  • Stopping

  • Stopped

If the value of currentStepStatus is Failed, the event contains the failureReason field, which provides a description of why the step failed.

{
  "version": "0",
  "id": "ea37ccbb-5e2b-05e9-4073-1daazc940304",
  "detail-type": "SageMaker Model Building Pipeline Execution Step Status Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2021-03-15T16:10:10Z",
  "region": "us-east-1",
  "resources": ["arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123", "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123/execution/p4jn9xou8a8s"],
  "detail": {
    "metadata": {
      "processingJob": {
        "arn": "arn:aws:sagemaker:us-east-1:123456789012:processing-job/pipelines-p4jn9xou8a8s-myprocessingstep1-tmgxry49ug"
      }
    },
    "stepStartTime": "2021-03-15T16:03:14Z",
    "stepEndTime": "2021-03-15T16:10:09Z",
    "stepName": "myprocessingstep1",
    "stepType": "Processing",
    "previousStepStatus": "Executing",
    "currentStepStatus": "Succeeded",
    "pipelineArn": "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123",
    "pipelineExecutionArn": "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123/execution/p4jn9xou8a8s"
  }
}

Processing job state change

Indicates a change in the status of a SageMaker Processing job.

The following example event is for a failed Processing job, where the ProcessingJobStatus value is Failed.

{
  "version": "0",
  "id": "0a15f67d-aa23-0123-0123-01a23w89r01t",
  "detail-type": "SageMaker Processing Job State Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2019-05-31T21:49:54Z",
  "region": "us-east-1",
  "resources": ["arn:aws:sagemaker:us-west-2:037210630506:processing-job/integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02"],
  "detail": {
    "ProcessingInputs": [{
      "InputName": "InputName",
      "S3Input": {
        "S3Uri": "s3://input/s3/uri",
        "LocalPath": "/opt/ml/processing/input/local/path",
        "S3DataType": "MANIFEST_FILE",
        "S3InputMode": "PIPE",
        "S3DataDistributionType": "FULLYREPLICATED"
      }
    }],
    "ProcessingOutputConfig": {
      "Outputs": [{
        "OutputName": "OutputName",
        "S3Output": {
          "S3Uri": "s3://output/s3/uri",
          "LocalPath": "/opt/ml/processing/output/local/path",
          "S3UploadMode": "CONTINUOUS"
        }
      }],
      "KmsKeyId": "KmsKeyId"
    },
    "ProcessingJobName": "integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02",
    "ProcessingResources": {
      "ClusterConfig": {
        "InstanceCount": 3,
        "InstanceType": "ml.c5.xlarge",
        "VolumeSizeInGB": 5,
        "VolumeKmsKeyId": "VolumeKmsKeyId"
      }
    },
    "StoppingCondition": {
      "MaxRuntimeInSeconds": 2000
    },
    "AppSpecification": {
      "ImageUri": "012345678901.dkr.ecr.us-west-2.amazonaws.com/processing-uri:latest"
    },
    "NetworkConfig": {
      "EnableInterContainerTrafficEncryption": true,
      "EnableNetworkIsolation": false,
      "VpcConfig": {
        "SecurityGroupIds": ["SecurityGroupId1", "SecurityGroupId2", "SecurityGroupId3"],
        "Subnets": ["Subnet1", "Subnet2"]
      }
    },
    "RoleArn": "arn:aws:iam::037210630506:role/SageMakerPowerUser",
    "ExperimentConfig": {},
    "ProcessingJobArn": "arn:aws:sagemaker:us-west-2:037210630506:processing-job/integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02",
    "ProcessingJobStatus":"Failed",
    "FailureReason":"InternalServerError: We encountered an internal error.  Please try again.",
    "ProcessingEndTime":1704320746000,
    "ProcessingStartTime":1704320734000,
    "LastModifiedTime":1704320746000,
    "CreationTime":1704320199000
  }
}

SageMaker AI image state change

Indicates a change in the status of a SageMaker AI image.

{
  "version": "0",
  "id": "cee033a3-17d8-49f8-865f-b9ebf485d9ee",
  "detail-type": "SageMaker Image State Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2021-04-29T01:29:59Z",
  "region": "us-east-1",
  "resources": ["arn:aws:sagemaker:us-west-2:123456789012:image/cee033a3-17d8-49f8-865f-b9ebf485d9ee"],
  "detail": {
    "ImageName": "cee033a3-17d8-49f8-865f-b9ebf485d9ee",
    "ImageArn": "arn:aws:sagemaker:us-west-2:123456789012:image/cee033a3-17d8-49f8-865f-b9ebf485d9ee",
    "ImageStatus": "Creating",
    "Version": 1.0,
    "Tags": {}
  }
}

SageMaker AI image version state change

Indicates a change in the status of a SageMaker AI image version.

{
  "version": "0",
  "id": "07fc4615-ebd7-15fc-1746-243411f09f04",
  "detail-type": "SageMaker Image Version State Change",
  "source": "aws.sagemaker",
  "account": "123456789012",
  "time": "2021-04-29T01:29:59Z",
  "region": "us-east-1",
  "resources": ["arn:aws:sagemaker:us-west-2:123456789012:image-version/07800032-2d29-48b7-8f82-5129225b2a85"],
  "detail": {
    "ImageArn": "arn:aws:sagemaker:us-west-2:123456789012:image/a70ff896-c832-4fe8-add6-eba25a0f43e6",
    "ImageVersionArn": "arn:aws:sagemaker:us-west-2:123456789012:image-version/07800032-2d29-48b7-8f82-5129225b2a85",
    "ImageVersionStatus": "Creating",
    "Version": 1.0,
    "Tags": {}
  }
}

For more information about the status values and their meanings for SageMaker AI jobs, endpoints, and pipelines, see the following links:

For more information, see the Amazon EventBridge User Guide.

Endpoint deployment state change

Important

The following examples may not work for all endpoints. For a list of features that may exclude your endpoint, see the Exclusions page.

Indicates a state change for an endpoint deployment. The following example shows an endpoint updating with a blue/green canary deployment.

{
    "version": "0",
    "id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c",
    "detail-type": "SageMaker Endpoint Deployment State Change",
    "source": "aws.sagemaker",
    "account": "123456789012",
    "time": "2021-10-25T01:52:12Z",
    "region": "us-west-2",
    "resources": [
        "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint"
    ],
    "detail": {
        "EndpointName": "sample-endpoint",
        "EndpointArn": "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint",
        "EndpointConfigName": "sample-endpoint-config-1",
        "ProductionVariants": [
            {
                "VariantName": "AllTraffic",
                "CurrentWeight": 1,
                "DesiredWeight": 1,
                "CurrentInstanceCount": 3,
                "DesiredInstanceCount": 3
            }
        ],
        "EndpointStatus": "UPDATING",
        "CreationTime": 1635195148181,
        "LastModifiedTime": 1635195148181,
        "Tags": {},
        "PendingDeploymentSummary": {
            "EndpointConfigName": "sample-endpoint-config-2",
            "StartTime": Timestamp,
            "ProductionVariants": [
                {
                    "VariantName": "AllTraffic",
                    "CurrentWeight": 1,
                    "DesiredWeight": 1,
                    "CurrentInstanceCount": 1,
                    "DesiredInstanceCount": 3,
                    "VariantStatus": [
                        {
                            "Status": "Baking",
                            "StatusMessage": "Baking for 600 seconds (TerminationWaitInSeconds) with traffic enabled on canary capacity of 1 instance(s).",
                            "StartTime": 1635195269181,
                        }
                    ]
                }
            ]
        }
    }
}

The following example indicates a state change for an endpoint deployment, which is being updated with new capacity on an existing endpoint configuration.

{
    "version": "0",
    "id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c",
    "detail-type": "SageMaker Endpoint Deployment State Change",
    "source": "aws.sagemaker",
    "account": "123456789012",
    "time": "2021-10-25T01:52:12Z",
    "region": "us-west-2",
    "resources": [
        "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint"
    ],
    "detail": {
        "EndpointName": "sample-endpoint",
        "EndpointArn": "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint",
        "EndpointConfigName": "sample-endpoint-config-1",
        "ProductionVariants": [
            {
                "VariantName": "AllTraffic",
                "CurrentWeight": 1,
                "DesiredWeight": 1,
                "CurrentInstanceCount": 3,
                "DesiredInstanceCount": 6,
                "VariantStatus": [
                    {
                        "Status": "Updating",
                        "StatusMessage": "Scaling out desired instance count to 6.",
                        "StartTime": 1635195269181,
                    }
                ]
            }
        ],
        "EndpointStatus": "UPDATING",
        "CreationTime": 1635195148181,
        "LastModifiedTime": 1635195148181,
        "Tags": {},
    }

The following secondary deployment statuses are also available for endpoints (found in the VariantStatus object.

  • Creating: creating instances for the production variant.

    Example message: "Launching X instance(s)."

  • Deleting: terminating instances for the production variant.

    Example message: "Terminating X instance(s)."

  • Updating: updating capacity for the production variant.

    Example messages: "Launching X instance(s).", "Scaling out desired instance count to X."

  • ActivatingTraffic: turning on traffic for the production variant.

    Example message: "Activating traffic on canary capacity of X instance(s)."

  • Baking: waiting period to monitor the CloudWatch alarms in the auto-rollback configuration.

    Example message: "Baking for X seconds (TerminationWaitInSeconds) with traffic enabled on full capacity of Y instance(s)."

Model card state change

Indicates a change in the status of an Amazon SageMaker AI Model Card. For more information about model cards, see Amazon SageMaker Model Cards.

{
    "version": "0",
    "id": "aa7a9c4f-2caa-4d04-a6de-e67227ba4302",
    "detail-type": "SageMaker Model Card State Change",
    "source": "aws.sagemaker",
    "account": "123456789012",
    "time": "2022-11-30T00:00:00Z",
    "region": "us-east-1",
    "resources": [
        "arn:aws:sagemaker:us-east-1:123456789012:model-card/example-card"
    ],
    "detail": {
        "ModelCardVersion": 2,
        "LastModifiedTime": "2022-12-03T00:09:44.893854735Z",
        "LastModifiedBy": {
            "DomainId": "us-east-1",
            "UserProfileArn": "arn:aws:sagemaker:us-east-1:123456789012:user-profile/user",
            "UserProfileName": "user"
        },
        "CreationTime": "2022-12-03T00:09:33.084Z",
        "CreatedBy": {
            "DomainId": "us-east-1",
            "UserProfileArn": "arn:aws:sagemaker:us-east-1:123456789012:user-profile/user",
            "UserProfileName": "user"
        },
        "ModelCardName": "example-card",
        "ModelId": "example-model",
        "ModelCardStatus": "Draft",
        "AccountId": "123456789012",
        "SecurityConfig": {}
    }
}